This badge was issued to Marco Haitink on 27 Sep 2021.
3203 - Regression Models - 2021
Issued by
GAIn® - The Global AI network
Understanding regression models is an important starting point in understanding different machine learning techniques. In this two-day badge, you learn and practice with linear regression, logit regression and regression using tree models. Significant time is spent on validation metrics and feature engineering.
Skills
Earning Criteria
-
Linear regression model – Proficient in building and explaining a linear regression model.
-
Logistic regression models - Proficient in building and explaining a logistic regression model.
-
Regression with tree models - Proficient in building and explaining more complex regression models using tree methods.
-
Feature engineering and selection – Understanding how to apply feature engineering and selection theory to regression models.
-
Validation metrics for regression models – Capable of choosing the right validation metric for a model and performing validation.
-
Exam